Expand code snippet for easier use + add missing tag

README.md

@@ -3,6 +3,7 @@ license: apache-2.0
 base_model: Qwen/Qwen3-Reranker-0.6B
 pipeline_tag: text-ranking
 tags:
+- sentence-transformers
 - cross-encoder
 - agent-skill-retrieval
 ---
@@ -22,8 +23,17 @@ scores each (query, skill) pair jointly, paired with
 ```python
 from sentence_transformers import CrossEncoder
 
-model = CrossEncoder("tencent/R3-rerank-0.6b", trust_remote_code=True)
-scores = model.predict([("I need to compose music", "music-composer | Composes original music | ...")])
+model = CrossEncoder("tencent/R3-rerank-0.6b")
+query = "I need to compose music"
+skills = [  # The format is "name | description | skill_md"
+    "music-composer | Composes original music | Creates music for various media formats ...",
+    "music-lyricist | Writes lyrics for songs | Creates lyrics for various music genres ...",
+    "music-editor | Edits and mixes music tracks | Provides audio editing and mixing services ...",
+]
+pairs = [(query, skill) for skill in skills]
+scores = model.predict(pairs)
+print(scores)
+# [ 0.34937477 -1.7738094  -1.6604462 ]
 ```
 
 ## Citation